Awesome
Materials for learning SGLang
Blog
LMSYS Org
[2024-09-04] SGLang v0.3 Release: 7x Faster DeepSeek MLA, 1.5x Faster torch.compile, Multi-Image/Video LLaVA-OneVision
[2024-07-25] Achieving Faster Open-Source Llama3 Serving with SGLang Runtime (vs. TensorRT-LLM, vLLM)
[2024-02-05] Fast JSON Decoding for Local LLMs with Compressed Finite State Machine
[2024-01-17] Fast and Expressive LLM Inference with RadixAttention and SGLang
AMD
[2024-11-13] SGLang: Fast Serving Framework for Large Language and Vision-Language Models on AMD GPUs
Slides
GPU MODE
[2024-11-10] SGLang Performance Optimization
The first LMSYS online meetup: Efficient LLM Deployment and Serving
[2024-10-16] SGLang Overview & CPU Overhead Hiding
[2024-10-16] Faster Constrained Decoding
[2024-10-16] SGLang DeepSeek MLA
[2024-10-16] Universal LLM deployment and low-latency serving in MLC LLM
[2024-10-16] XGrammar: Flexible And Efficient Structured Generation Engine for Large Language Models
[2024-10-16] Review of the first LMSYS online meetup: Efficient LLM Deployment and Serving
AMD Advancing AI 2024
[2024-10-10] Efficient LLM Inference with SGLang
SGLang Biweekly Meeting
[2024-11-16] SGLang Router and Side-Channel KV Cache Attack
[2024-11-02] Quantization on AMD
[2024-10-05] SGLang Double Sparsity
[2024-09-21] SGLang DeepSeek MLA
Other
SGLang v0.2: Faster Interface and Runtime for LLM Inference
Videos
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GPU MODE
[2024-11-10] SGLang Performance Optimization
The first LMSYS online meetup
[2024-10-16] The First SGLang Online Meetup
SGLang Biweekly Meeting
[2024-11-16] SGLang Developer Sync 20241116
[2024-11-03] SGLang Developer Sync 20241103
[2024-10-19] SGLang Developer Sync 20241019
[2024-10-05] SGLang Developer Sync 20241005
[2024-09-21] SGLang Developer Sync 20240921
Paper
[NeurIPS 24] SGLang: Efficient Execution of Structured Language Model Programs